CVE-2022-41900CWE-125CWE-787

FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow

High · published November 18, 2022

CVSS v3.1
7.1
EPSS
1%
Percentile
49.6
In the wild
Unconfirmed
What it is

TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.

The record
Technical detail
CVSS v3.1
7.1 · HIGH
Vector
CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H
CVSS v4.0
Not supplied
EPSS
0.00631 · 49.6th percentile
Weaknesses
CWE-125 · Out-of-bounds Read; CWE-787 · Out-of-bounds Write
Published
2022-11-18T00:00Z
EPSS history
Timeline
  • 18 NOV 00:00Z
    FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow
    cvelistv5